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How Derivatives Can Be Used in DevOps

  • Derivatives, commonly associated with physics and engineering, can provide practical insights into the performance, stability, and optimization of software systems in DevOps.
  • Monitoring the rate of change of CPU usage can help identify runaway processes or memory leaks before they reach critical levels.
  • A derivative-based analysis can catch increasing trends in build duration early, allowing for proactive detection of inefficient changes in codebase or pipeline.

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